An Efficient Surrogate Assisted Particle Swarm Optimization for Antenna Synthesis

Fu，Kai1; Cai，Xiwen1; Yuan，Bo1; Yang，Yang2; Yao，Xin3

2022-07

10.1109/TAP.2022.3153080

IEEE Transactions on Antennas and Propagation   影响因子和分区

1558-2221

Antenna synthesis machine learning (ML) particle swarm optimization (PSO) surrogate assisted evolutionary algorithm (SAEA) surrogate prescreening

SCI ; EI

第一 ; 通讯

20221011758552

Antennas ; Approximation algorithms ; Computation theory ; Computer aided design ; Electromagnetic simulation ; Learning algorithms ; Learning systems ; Swarm intelligence

Electricity: Basic Concepts and Phenomena:701.1 ; Computer Theory, Includes Formal Logic, Automata Theory, Switching Theory, Programming Theory:721.1 ; Computer Software, Data Handling and Applications:723 ; Artificial Intelligence:723.4 ; Machine Learning:723.4.2 ; Computer Applications:723.5 ; Mathematics:921 ; Optimization Techniques:921.5

ENGINEERING

IEEE

1.Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China.
2.School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, NSW 2007, Australia.
3.Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China and CERCIA, School of Computer Science, University of Birmingham, Birmingham B15 2TT, U.K.

Fu，Kai,Cai，Xiwen,Yuan，Bo,et al. An Efficient Surrogate Assisted Particle Swarm Optimization for Antenna Synthesis[J]. IEEE Transactions on Antennas and Propagation,2022,70(7):4977-4984.

Fu，Kai,Cai，Xiwen,Yuan，Bo,Yang，Yang,&Yao，Xin.(2022).An Efficient Surrogate Assisted Particle Swarm Optimization for Antenna Synthesis.IEEE Transactions on Antennas and Propagation,70(7),4977-4984.

Fu，Kai,et al."An Efficient Surrogate Assisted Particle Swarm Optimization for Antenna Synthesis".IEEE Transactions on Antennas and Propagation 70.7(2022):4977-4984.